Lion: Getting Preview to NOT open old documents?

I use Preview as a quick viewer app - double click or download a PDF, read it, Quit. Now under Lion, this means all the old documents also open. I understand this idea, but it simply doesn't work with my workflow, and I'd like to turn it off.

However, there's nothing in Preview's prefs that seems to control this. Ideas?